{
  "video_id": "T0GD9xWihPI",
  "title": "Build AI and Agentic apps in ONE prompt",
  "url": "https://www.youtube.com/watch?v=T0GD9xWihPI",
  "transcript": "Coding agents have become one of the most popular uses of AI. It seems like the whole world is talking about how building software has just become commoditized, about coding in English becoming the new normal rather than Python or TypeScript or Go. But if you've ever tried to fully vibe code an app before, you've probably run into some major issues. Although it can generally handle repeated logic and general app patterns, when it needs to get into the nitty-gritty of using specialized tools or architectures and production settings and stress. The agents, especially if there are smaller or older models, will hallucinate old library syntax, use the wrong structures, and just generally need a lot of guidance to do stuff correctly. This is why Anthropic's agent skills have become pretty well known and widely used. The agent skills format is lightweight, open source, and gives agents additional deliberate context for tasks, libraries, design constraints, or any other instructions that you could put in a markdown file. It can be used in basically any agentic coding platform, whether it's Cloud Code, Cursor, GitHub Co-Pilots, and Tonsimal. So we've just released the Weavate agent skills repo and it does a lot more than just vector search We wanted to design a set of resources for coding agents that not only gives them context on how to use Weave8 correctly but also makes it super easy for developers to build end-to-end AI and agentic applications that incorporate all of our best practice guides and knowledge. So we split the repo into two different types of skills, Weave8 Skills and cookbooks or end-to-end projects. Weave 8 skills are utility functions that the agent can use to interact with the Weave 8 database, whether that's creating or exploring collections, performing searches, importing data, or using a query agent. These skills are automatically discovered by the coding agents, so you just have to describe what you want and the agent will be able to use them. I found that when building things, the agent will also use these scripts for testing connections and expected responses too, which is pretty cool. Cookbooks are complete end-to-end AI application prompts with state-of-the-art instructions and guidelines. In this initial release, we have a variety of different projects from PDF import and search using a multi-vector image model, to basic advanced and agentic rag strategies like we described in our ebooks agents using DSPy agents using Weavie agents agentic trackbots a data explorer and tons more We also included a set of front guidelines that can be added onto any use case So these skills are also automatically discoverable by agents so when you ask Claude to create an agentic rag app with my data, it's able to pull from all of our resources and strategies to jumpstart the app. In the coming weeks, I'll be doing more videos where I'll be building specific production-ready applications using these new agent skills, but for now, we'll just go through how to install it and a basic example. So to get started with Cursor, Copilot, and basically any other agent decoding platform, we just have to run npx skills at web8 slash agent skills in our terminal. We can then select which skills to install. I'll select both here and then select the agents we want to install those skills to. We can either install it for this specific project or globally and then just complete it and ta-da! If you're purely a Claude Code user, you can also use their plugin marketplace to install the skills. So first we can open Claude in our project folder and then run slash plugin marketplace at Weave8 slash agent skills. And then after that, slash plugin install Weave8 at Weave8 plugins. So when we type slash Weave8 here in the chat box we can see that both the Weave8 and the Weave8 cookbook skills are there which means the agent can access them It should be able to automatically read and use the skills as needed but you can always further specify by starting your message with slash Weave8 or slash Weave8 cookbooks So the first thing I'm going to do is run the quick start command, which will help us get set up quickly with Weave8. Cloud will walk us through how we can sign up for a free Weave8 sandbox, how to create all of our environment variables, installing all of the dependencies, and getting us started with some sample data if we don't already have any. Then it will import the data to Weviate and give us some options for going forward. Once we have everything set up, we can type any questions or give our agent a request like list all my Weviate collections or add this data to a new Weviate collection or create an Argentic RAG application with the frontend. And it will use all the skills to do what it needs to do. So we really hope that these skills are helpful to anyone who's building AI and authentic apps. Feel free to reach out to me on LinkedIn if you have any suggestions for new cookbooks or skills, or if you've made something cool with WeV8 that you want to share, I'd love to hear from you. Our forum is also always open if you need any help. Don't forget to give the repo a star and we can't wait to see what you build.",
  "transcript_chars": 5195,
  "transcript_filled_at": "2026-06-06T14:40:10.592350+00:00",
  "transcript_filled_by": "tk-bulk-groq-retry-20260606"
}